Evidence map›Paper›PMID 36584119›Full record

ArticlePloS one2022

Analysis of differential gene expression of pro-inflammatory cytokines in the nasopharyngeal milieu of mild & severe COVID-19 cases.

Unzela Ghulam, Fizza Nazim, Nida Farooqui, Syed Rizwan-Ul-Hasan, Muhammad Faraz Anwar, Khalid Ahmed, Abid Jamal, Hammad Afzal Kayani, Nouman Mughal, Azhar Hussain and 2 more

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
0.4field-weighted citation impact, top 38% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed, 1 synthesis or guideline pooled it, 7 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors at 5 institutions in 2 countries.

Unzela GhulamDepartment of Biosciences, Shaheed Zulfikar Ali Bhutto Institute of Science and Technology, Karachi, Pakistan.
Fizza NazimDepartment of Biosciences, Shaheed Zulfikar Ali Bhutto Institute of Science and Technology, Karachi, Pakistan.
Nida FarooquiDepartment of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan.
Syed Rizwan-Ul-HasanDepartment of Computer Science, DHA Suffa University, Karachi, Pakistan.
Muhammad Faraz AnwarDepartment of Biochemistry, Bahria University Medical & Dental College, Karachi, Pakistan.
Khalid AhmedDepartment of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan.
Abid JamalCancer Foundation Hospital, Karachi, Pakistan.
Hammad Afzal KayaniDepartment of Biosciences, Shaheed Zulfikar Ali Bhutto Institute of Science and Technology, Karachi, Pakistan.
Nouman MughalDepartment of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan.
Azhar HussainDepartment of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan.
Antonio Sarria-SantameraDepartment of Biomedical Sciences, Nazarbayev University School of Medicine, Astana, Kazakhstan.ORCID 0000-0001-5734-7468
Syed Hani AbidiDepartment of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan.ORCID 0000-0001-9497-0902
Aga Khan University · PKShaheed Zulfiqar Ali Bhutto Institute of Science and Technology · PKBahria University · PKDHA Suffa University · PKNazarbayev University · KZ

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionA subset of individuals with COVID-19 can suffer from a severe form of the disease requiring breathing support for respiratory failure and even death due to disease complications. COVID-19 disease severity can be attributed to numerous factors, where several studies have associated changes in the expression of serum pro-inflammatory cytokines with disease severity. However, very few studies have associated the changes in expression of pro-inflammatory changes in the nasopharyngeal milieu with disease severity. Therefore, in the current study, we performed differential gene expression analysis of various pro-inflammatory cytokines in the nasopharyngeal milieu of mild & severe COVID-19 cases. MATERIAL AND

methodFor this retrospective, cross-sectional study, a total of 118 nasopharyngeal swab samples, previously collected from mild and severe (based on the WHO criteria) COVID-19 patients were used. A real-time qPCR was performed to determine the viral loads and also evaluate the mRNA expression of eight cytokines (IL-1, IL-2, IL-4, IL-6, IL-10, IFN-γ, TGF-β1, and TNF-α). Subsequently, an unpaired T-test was applied to compare the statistical difference in mean expression of viral loads and each cytokine between the mild and severe groups, while the Pearson correlation test was applied to establish a correlation between disease severity, viral load, and cytokines expression. Similarly, a multivariable logistic regression analysis was performed to assess the relationship between different variables from the data and disease severity.

resultsOut of 118 samples, 71 were mild, while 47 were severe. The mean viral load between the mild and severe groups was comparable (mild group: 27.07± 5.22; severe group: 26.37 ±7.89). The mRNA expression of cytokines IL-2, IL-6, IFN- γ, and TNF-α was significantly different in the two groups (p<0.05), where the Log2 normalized expression of IL-2, IL-6, IFN- γ, and TNF-α was found to be 2.2-, 16-, 2.3-, and 1.73-fold less in the severe group as compared to the mild group. Furthermore, we also observed a significant positive correlation between all the cytokines in the severe group. The multivariate analysis showed a significant relationship between age, IL-6, and disease severity.

conclusionThis decreased expression of certain cytokines (IL-2, IL-6, TNF-α, and IFN-γ) in the nasopharyngeal milieu may be considered early biomarkers for disease severity in COVID-19 patients.

Indexed as

COVID-19CytokinesCross-Sectional StudiesGene ExpressionHumansInterleukin-2Interleukin-6NasopharynxRetrospective StudiesRNA, MessengerTumor Necrosis Factor-alphaCytokinesInterleukin-2Interleukin-6RNA, MessengerTumor Necrosis Factor-alpha

Identifiers

PMID36584119
PMCPMC9803207
OpenAlexW4313306138

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.